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One key for CrewAI, AutoGen, LlamaIndex and 8 more: the base_url trick for Python agents

One key for CrewAI, AutoGen, LlamaIndex and 8 more: the base_url trick for Python agents

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5 min read
Your cheap LLM relay might be swapping the model. Here's how to catch it.

Your cheap LLM relay might be swapping the model. Here's how to catch it.

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7 min read
Same Model, Two Speeds: A Friendly Tour of LLM Inference Engines

Same Model, Two Speeds: A Friendly Tour of LLM Inference Engines

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7 min read
A pre-flight checklist for shipping a Claude connector

A pre-flight checklist for shipping a Claude connector

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5 min read
A benchmark is only as good as the model you use to grade it

Costs twenty-one cents and exposes grading bias

A benchmark is only as good as the model you use to grade it

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9 min read
From API to GPU, Week 2: What Actually Happens Behind the API

From API to GPU, Week 2: What Actually Happens Behind the API

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29 min read
The Human Factor of AI and Coding

The Human Factor of AI and Coding

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6 min read
8 LLM Cost Optimization Techniques for Production AI

8 LLM Cost Optimization Techniques for Production AI

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4 min read
7 Checks Before You Trust an LLM Planner Experiment

7 Checks Before You Trust an LLM Planner Experiment

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7 min read
How to use Kimi K3 with an OpenAI-compatible API endpoint

How to use Kimi K3 with an OpenAI-compatible API endpoint

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4 min read
Same Bytes, 20% Fewer Tokens: Token Counts Are Model-Scoped

Same Bytes, 20% Fewer Tokens: Token Counts Are Model-Scoped

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6 min read
How to Save Tokens Using rtk—Part 2

How to Save Tokens Using rtk—Part 2

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2 min read
The Convergence of Linguistic Mimicry and Reward Optimization: An Analysis of the Mechanisms of Defensive Behavior in Large Language Models

The Convergence of Linguistic Mimicry and Reward Optimization: An Analysis of the Mechanisms of Defensive Behavior in Large Language Models

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3 min read
How AI Agents Actually Work

How AI Agents Actually Work

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1 min read
Advanced Prompt Engineering: Techniques That Transform AI Response Quality

Advanced Prompt Engineering: Techniques That Transform AI Response Quality

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3 min read
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